gs-GreBerta / trainer_state.json
CNR-ILC's picture
ILC-CNR/gs-greBERTa
45a9f0f verified
{
"best_global_step": null,
"best_metric": 0.5865987539291382,
"best_model_checkpoint": null,
"epoch": 10.0,
"eval_steps": 500,
"global_step": 57100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 5.180218696594238,
"learning_rate": 3.600420315236428e-05,
"loss": 1.2756,
"step": 5710
},
{
"epoch": 1.0,
"eval_loss": 0.9367296695709229,
"eval_runtime": 76.8888,
"eval_samples_per_second": 132.971,
"eval_steps_per_second": 16.621,
"step": 5710
},
{
"epoch": 2.0,
"grad_norm": 5.356524467468262,
"learning_rate": 3.200630472854641e-05,
"loss": 0.9522,
"step": 11420
},
{
"epoch": 2.0,
"eval_loss": 0.8216637969017029,
"eval_runtime": 73.2993,
"eval_samples_per_second": 139.483,
"eval_steps_per_second": 17.435,
"step": 11420
},
{
"epoch": 3.0,
"grad_norm": 4.990707874298096,
"learning_rate": 2.800700525394046e-05,
"loss": 0.8493,
"step": 17130
},
{
"epoch": 3.0,
"eval_loss": 0.7453346848487854,
"eval_runtime": 76.8549,
"eval_samples_per_second": 133.03,
"eval_steps_per_second": 16.629,
"step": 17130
},
{
"epoch": 4.0,
"grad_norm": 4.565978527069092,
"learning_rate": 2.4009106830122595e-05,
"loss": 0.781,
"step": 22840
},
{
"epoch": 4.0,
"eval_loss": 0.6874940991401672,
"eval_runtime": 38.7504,
"eval_samples_per_second": 263.842,
"eval_steps_per_second": 32.98,
"step": 22840
},
{
"epoch": 5.0,
"grad_norm": 4.659147262573242,
"learning_rate": 2.0010507880910684e-05,
"loss": 0.7316,
"step": 28550
},
{
"epoch": 5.0,
"eval_loss": 0.6624111533164978,
"eval_runtime": 36.5212,
"eval_samples_per_second": 279.947,
"eval_steps_per_second": 34.993,
"step": 28550
},
{
"epoch": 6.0,
"grad_norm": 4.955957412719727,
"learning_rate": 1.6011908931698776e-05,
"loss": 0.6985,
"step": 34260
},
{
"epoch": 6.0,
"eval_loss": 0.6377598643302917,
"eval_runtime": 35.9349,
"eval_samples_per_second": 284.514,
"eval_steps_per_second": 35.564,
"step": 34260
},
{
"epoch": 7.0,
"grad_norm": 4.549160003662109,
"learning_rate": 1.2012609457092821e-05,
"loss": 0.6736,
"step": 39970
},
{
"epoch": 7.0,
"eval_loss": 0.6155329346656799,
"eval_runtime": 37.8645,
"eval_samples_per_second": 270.015,
"eval_steps_per_second": 33.752,
"step": 39970
},
{
"epoch": 8.0,
"grad_norm": 4.006523609161377,
"learning_rate": 8.01260945709282e-06,
"loss": 0.6502,
"step": 45680
},
{
"epoch": 8.0,
"eval_loss": 0.6062974333763123,
"eval_runtime": 36.5102,
"eval_samples_per_second": 280.031,
"eval_steps_per_second": 35.004,
"step": 45680
},
{
"epoch": 9.0,
"grad_norm": 3.7265231609344482,
"learning_rate": 4.013309982486865e-06,
"loss": 0.6345,
"step": 51390
},
{
"epoch": 9.0,
"eval_loss": 0.5894550681114197,
"eval_runtime": 43.2376,
"eval_samples_per_second": 236.461,
"eval_steps_per_second": 29.558,
"step": 51390
},
{
"epoch": 10.0,
"grad_norm": 3.897273302078247,
"learning_rate": 1.611208406304729e-08,
"loss": 0.6232,
"step": 57100
},
{
"epoch": 10.0,
"eval_loss": 0.5865987539291382,
"eval_runtime": 36.5729,
"eval_samples_per_second": 279.551,
"eval_steps_per_second": 34.944,
"step": 57100
},
{
"epoch": 10.0,
"step": 57100,
"total_flos": 6.01310491705344e+16,
"train_loss": 0.7869737379939251,
"train_runtime": 10124.3653,
"train_samples_per_second": 90.247,
"train_steps_per_second": 5.64
},
{
"epoch": 10.0,
"eval_loss": 0.5878283381462097,
"eval_runtime": 36.4992,
"eval_samples_per_second": 280.116,
"eval_steps_per_second": 35.014,
"step": 57100
}
],
"logging_steps": 500,
"max_steps": 57100,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 6.01310491705344e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}